电子学报 ›› 2021, Vol. 49 ›› Issue (6): 1142-1150.DOI: 10.12263/DZXB.20200217

所属专题: 天线设计与仿真

• 学术论文 • 上一篇    下一篇

基于混合精度ADC的大规模MIMO中继系统物理层安全性能研究

丁青锋, 刘梦霞   

  1. 华东交通大学电气与自动化工程学院, 江西南昌 330013
  • 收稿日期:2020-02-28 修回日期:2020-06-16 出版日期:2021-06-25 发布日期:2022-06-25
  • 通讯作者: 刘梦霞(通讯作者) 女,1995年2月生出生于江西九江.现为华东交通大学电气于自动化工程学院硕士生,研究领域为协同通信与物理层安全.E-mail:2534847230@qq.com
  • 作者简介:丁青锋 男,1980年7月出生于安徽安庆.现为华东交通大学电气与自动化工程学院教授,硕士生导师,研究方向为轨道交通无线通信、智能优化算法等.E-mail:brandy724@sina.com
  • 基金资助:
    国家自然科学基金(No.61961018);江西省杰出青年人才计划(No.20192BCB23013);江西省自然基金(No.20192ACB21003)

Research on Physical Layer Security Performance of Massive MIMO Relay System Based on Mixed-ADC

DING Qing-feng, LIU Meng-xia   

  1. School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, Jiangxi 330013, China
  • Received:2020-02-28 Revised:2020-06-16 Online:2021-06-25 Published:2022-06-25

摘要: 研究多天线窃听者场景基于混合精度模数转换器(Analog-to-Digital Converter,ADC)大规模多输入多输出(Multiple Input Multiple Output,MIMO)中继系统,中继将接收到的信号放大转发,通过在基站采用最大比合并接收信号,推导出合法用户与窃听者的频谱效率表达式,最终得出系统保密频谱效率表达式.根据能量效率定义建立功耗模型,推导保密能量效率表达式,并分析保密频谱效率和保密能量效率之间的平衡关系,进而揭示基站天线数、ADC量化位数等参数对物理层安全性能的影响.仿真结果表明,随着窃听者天线数增多,窃听能量增强,保密频谱效率会减小;ADC量化位数为4时,在保证保密频谱效率的同时也能得到较高的保密能量效率.

关键词: 大规模MIMO, 混合模数转换器, 放大转发, 保密频谱效率, 保密能量效率

Abstract: The multi-antenna eavesdropper scenario based on a mixed-precision analog-to-digital converter massive MIMO(Multiple Input Multiple Output) relay system is studied,where the relay amplifies and forwards the received signal.Using maximum ratio to combine the received signals at the base station,the expressions of spectral efficiency of legitimate users and eavesdroppers are derived,and the expression of secrecy spectral efficiency of the system is obtained.Based on the definition of energy efficiency,a power consumption model is established.The expression of secrecy energy efficiency is derived.And the tradeoff between the secrecy spectral efficiency and the secrecy energy efficiency is analyzed.It further reveals the influence of parameters such as the number of base station antennas and the number of ADC(Analog-to-Digital Converter) quantization bits on the physical layer security performance.The simulation results show that as the number of eavesdropper antennas increases and eavesdropping energy increases,the secrecy spectral efficiency will decrease.When the number of ADC quantization bits is 4,it can also obtain a higher secrecy energy efficiency,while ensuring the secrecy spectral efficiency.

Key words: massive MIMO, mixed-ADC, amplify forward, secrecy spectral efficiency, secrecy energy efficiency

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